---
title: 'Embed'
description: 'Monitor Cohere Embed API usage'
---

## Embed
<Tabs>
  <Tab title="Python">
    ```python
    import cohere
    import dokumetry

    co = cohere.Client('<<apiKey>>')

    # Pass the above `co` object along with your Doku Ingester URL and API key and this will make sure that all Cohere calls are automatically tracked.
    dokumetry.init(llm=co, doku_url="YOUR_DOKU_INGESTER_URL", api_key="YOUR_DOKU_TOKEN")

    response = co.embed(
      texts=['hello', 'goodbye'],
      model='embed-english-v3.0',
      input_type='classification'
    )
    print(response)
    ```
  </Tab>
  <Tab title="Javascript">
    ```javascript
    import { CohereClient } from "cohere-ai";
    import DokuMetry from 'dokumetry';

    const cohere = new CohereClient({
        token: "<<apiKey>>",
    });

    (async () => {
      // Pass the above `cohere` object along with your Doku Ingester URL and API key and this will make sure that all Cohere calls are automatically tracked.
      DokuMetry.init({llm: cohere, dokuUrl: "YOUR_DOKU_INGESTER_URL", apiKey: "YOUR_DOKU_TOKEN"})

      const embed = await cohere.embed({
          texts: ["hello", "goodbye"],
          model: "embed-english-v3.0",
          inputType: "classification",
      });
      console.log(embed);
    })();
    ```
  </Tab>
</Tabs>